springboardmentor891v/HATE_SPEECH_DETECTION_INFOSYS_INTERNSHIP_OCT2024
Dec 2024 – Dec 2024
1 Month active
Languages Used
Python
Technical Skills
Data PreprocessingData ScienceData VisualizationDocumentationMachine LearningNatural Language Processing
ViShhhhxx
PROFILE
Vishhhhxx
During December 2024, Vishesh Jain developed an end-to-end hate speech detection capability for the springboardmentor891v/HATE_SPEECH_DETECTION_INFOSYS_INTERNSHIP_OCT2024 repository. He focused on building a robust preprocessing pipeline in Python, implementing URL and mention removal, punctuation cleaning, and lemmatization to prepare text data for machine learning. Vishesh enhanced model training and evaluation workflows, improving the reliability and performance of the detection system. He also visualized class distributions to support data analysis and documented the entire process to facilitate onboarding and future maintenance. His work demonstrated depth in data preprocessing, natural language processing, and data visualization, addressing core project requirements.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
3Total
Bugs
0
Commits
3
Features
1
Lines of code
36,872
Activity Months1
Work History
December 2024
3 Commits • 1 Features
Dec 1, 20242024-12 Monthly Summary: Focused on delivering an end-to-end hate speech detection capability for the internship project, with emphasis on data preprocessing, model core development, evaluation, and documentation. The work included substantial updates to training and evaluation workflows, plus comprehensive project documentation to support onboarding and future maintenance.
3 Commits • 1 Features
Dec 1, 20242024-12 Monthly Summary: Focused on delivering an end-to-end hate speech detection capability for the internship project, with emphasis on data preprocessing, model core development, evaluation, and documentation. The work included substantial updates to training and evaluation workflows, plus comprehensive project documentation to support onboarding and future maintenance.
December 2024
Activity
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Quality Metrics
Correctness80.0%
Maintainability80.0%
Architecture73.4%
Performance73.4%
AI Usage20.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
Data PreprocessingData ScienceData VisualizationDocumentationMachine LearningNatural Language Processing
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